Techniques on Processing of Hyperspectral Images in Perception of Battlefield Environment
Hyperspectral images, due to their good spatial and spectral characteristics, have been widely used in geological survey, marine monitoring, agricultural observation, battlefield reconnaissance, and so on.Aiming at perception of battlefield environment, this paper summarizes the methods of preprocessing and end-member unmixing of the hyperspectral images.Based on the application of battlefield environment classification and battlefield target detection, the techniques used in hyperspectral image classification and target detection are also overviewed.The paper also analyzes the advantages and disadvantage of the commonly used algorithms in hyperspectral image processing and their scope of application, and looks to the future technological development of end-member unmixing of hyperspectral images, hyperspectral image classification and the target detection.
hyperspectral imagesend-member unmixingtarget detectionperception of battlefields environmentclassification of hyperspectral images
NETL
NSTL
万方数据
维普
